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Xiangjun Dong

3 accepted papers

2024

MINES: Message Intercommunication for Inductive Relation Reasoning over Neighbor-Enhanced Subgraphs

AAAI 2024technical

GraIL and its variants have shown their promising capacities for inductive relation reasoning on knowledge graphs. However, the uni-directional message-passing mechanism hinders such models from exploiting hidden mutual relations between entities in directed graphs. Besides, the enclosing subgraph e…

Cited by 38SourcePDFScholar
2020

A Spatial Missing Value Imputation Method for Multi-view Urban Statistical Data

IJCAI 2020poster

Large volumes of urban statistical data with multiple views imply rich knowledge about the development degree of cities. These data present crucial statistics which play an irreplaceable role in the regional analysis and urban computing. In reality, however, the statistical data divided into fine-gr…

2019

Transform Domain Based Medical Image Super-resolution via Deep Multi-scale Network

ICASSP 2019accepted

This paper proposes a new medical image super-resolution (SR) network, namely deep multi-scale network (DMSN), in the uniform discrete curvelet transform (UDCT) domain. DMSN is made up of a set of cascaded multi-scale fushion (MSF) blocks. In each MSF block, we use convolution kernels of different s…

Cited by 0SourceScholar